experience

Algoverse

ML Research Intern · Nov 2025 - Present · Remote

• Built an interpretability framework to test whether STATE's virtual cell models capture gene-regulatory relationships, evaluating 20 transcription factors across two human cell lines.
• Implemented PyTorch layer-wise probes to evaluate unseen gene regulators, benchmarking trained models against untrained and embedding-only baselines across 140 model-layer experiments.

College of Wooster

Software Engineering Intern · Summer 2026 · Wooster, Ohio

• Built a VS Code telemetry system in JavaScript that captures editor and terminal activity, AI conversations, and tool calls across Copilot, Codex, and Continue while integrating iTrace eye-tracking data.
• Developed a Python pipeline that unified 7,600+ events from five data sources into synchronized developer activity timelines and summary reports across JSONL, SQLite, and XML formats.

College of Wooster

Student Researcher - SOREP · Oct 2025 - Present · Wooster, Ohio

• Developed a Python clustering and search pipeline for genome annotation analysis across 74,000 sequences and 18,000+ alignments.
• Optimized pattern matching and vectorization to flag 45,000+ missing gene variants with 100ms per-gene targeted search latency.

Amazon AI/ML Scholar

AI/ML Scholar · May 2025 - Jul 2025 · Remote

• Launched InterviewPrep.AI using multi-step prompt chaining, model classification, recommendation systems, and AWS SageMaker pipelines.
• Reached a 0.84 BERTScore for generated interview-prep responses and recommendations.

College of Wooster

Teaching Assistant · Aug 2024 - Dec 2024 · Wooster, Ohio